ποΈ I take data problems to learn new tools in the route to solve them, motivated by causal questions and reproducible research.
π Continuously integrating open science, software development and teaching online better practices!
π± Interested in systems developmental biology, quantitative and bioengineering approaches, living matter configuration principles.
βοΈ This website contains links to all my (reusable) scientific contributions. Here is a structured pdf version of my cv/resume.
R user, expert tidy data wrangler and ggplot2 visualization enthusiast.bash for automation, shh for remote computing, and shiny for reactive dashboards.@avallecam.π [opinion][ES] Data and transparency to fight against the coronavirus, 2020 https://ojo-publico.com/1718/datos-y-transparencia-para-luchar-contra-el-coronavirus
π [editorial][ES] Health Data Science: Applications at CDC PerΓΊ, 2019 https://avallecam.github.io/health_data_science_editorial/
library(tidyverse)
id <- "p1Tq4esAAAAJ"
scholar::get_publications(id) %>%
as_tibble() %>%
select(title:year) %>%
arrange(desc(year)) %>%
knitr::kable()
| title | author | journal | number | cites | year |
|---|---|---|---|---|---|
| SARS-CoV-2 prevalence associated to low socioeconomic status and overcrowding in an LMIC megacity: A population-based seroepidemiological survey in Lima, Peru | MF Reyes-Vega, MG Soto-Cabezas, F CΓ‘rdenas, KS Martel, A Valle, β¦ | EClinicalMedicine | 34, 100801 | 26 | 2021 |
| Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29thβMarch 30th, 2020. | CV Munayco, A Tariq, R Rothenberg, GG Soto-Cabezas, MF Reyes, β¦ | Infectious Disease Modelling | 80 | 2020 | |
| MetodologΓas cuantitativas: CΓ‘lculo del tamaΓ±o de muestra con STATA y R | AM Quispe, DF Pinto, MR HuamΓ‘n, GM Bueno, A Valle-Campos | Revista del Cuerpo MΓ©dico del HNAAA | 13 (1), 78-83 | 5 | 2020 |
| Malaria Transmission and Spillover across the PeruβEcuador Border: A Spatiotemporal Analysis | AK Gunderson, RE Kumar, C Recalde-Coronel, LE Vasco, β¦ | International Journal of Environmental Research and Public Health | 17 (20), 7434 | 5 | 2020 |
| Recomendaciones para describir de forma adecuada una curva epidΓ©mica de COVID-19 | S Loyola, A Valle, S Montero, G Carrasco-Escobar | Revista Peruana de Medicina Experimental y Salud PΓΊblica | 37 (2) | 2 | 2020 |
| CLIMATE EFFECTS RELATED TO OUTBREAKS OF ACUTE CASES OF CARRION DISEASE IN PERU, 2000-2016 | U Ulloa, C Munayco, A Valle, A Lescano | AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE | 101, 49-49 | 0 | 2019 |
| HUMAN MOBILITY AND MALARIA HISTORY IN A PERIURBAN COMMUNITY OF THE PERUVIAN AMAZON | AV Campos, JL Maguina, G Ulloa, KM Arista, V Pinedo-Cancino, β¦ | AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE | 101, 97-98 | 0 | 2019 |
| IgG subclass responses to excreted-secreted antigens of Plasmodium falciparum in a low-transmission malaria area of the Peruvian Amazon | R Saavedra-Langer, J Marapara, A Valle-Campos, S Durand, β¦ | Malaria journal | 17 (1), 328 | 5 | 2018 |
status: learning in progress!
ποΈ [ES] Introduction to statistical analysis of epidemics, 2021
ποΈ [ES] Introduction to R and Rstudio, 2021
ποΈ [ES] Introduction to ggplot2, 2021
ποΈ [ES] Introduction to the use of R projects, 2021
ποΈ [ES] Epidemiological analysis in R, 2019
ποΈ [ES] Inferential statistics in R, 2019
ποΈ [ES] Microarray analysis with Tidyverse and Bioconductor, 2019
ποΈ [ES] Reproducible Science and Microarray Analysis, 2017
π [ES] Data analysis in epidemiological surveillance II: spatial analysis, 2021
π [ES] Data analysis in epidemiological surveillance I: time, space, person and epidemic curve, 2021
π [ES] Visualizing public health and field epidemiology data, 2021
π [ES] Algorithms for the detection of aberrations in epidemiological surveillance, 2020
π [ES] Tardigrades and Bioinformatics in Horizontal Gene Transfer, 2016
π [ES] Gene regulatory networks using graph theory and finite automatas, 2015-2017
π serosurvey: Serological Surveys and Prevalence Estimation Under Misclassification, 2021
π [ES] Introduction to spatial analysis, 2021
π [ES] Analysis of #multiple epidemics and prevalences with R and purrr, 2020
π [ES] Causal questions for hypothetical interventions, 2020
π [ES] Hypothesis testing with nonparametric statistical methods, 2020
π [ES] Epidemiological analysis of the epidemic of Guillain BarrΓ© Syndrome in Peru, 2019
π Human mobility and malaria history in a periurban community of the Peruvian Amazon, 2019
π [ES] R applied to epidemiology, 2019
π [ES] cdcper: data report and visualization in CDC Peru using R, 2019